Track 10: Training LLMs, How Training Works
How LLM Training Works: Tokens, Loss, Pre-training vs Fine-tuning
Read a loss curve and explain it.
Part of Train and Fine-Tune Models (18 of 45)
Get notified on YouTube Udemy certificate: coming soon
Course
Fine-Tune Your Own LLM (Free GPU, Step by Step)
Udemy: coming soon
Watch first
Then try
- GPUs for Training: Colab, Kaggle, Cloud GPUs Safely
- Pre-training at Scale, Explained
- Full Fine-Tuning vs Parameter-Efficient (PEFT)
- How a GPT Is Built, End to End
In this module
- Fine-Tune vs Prompt vs RAG
- How LLM Training Works: Tokens, Loss, Pre-training vs Fine-tuning
- GPUs for Training: Colab, Kaggle, Cloud GPUs Safely
- Pre-training at Scale, Explained
- Scaling Laws and Compute-Optimal Training
The course this lesson belongs to